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montyvesselinov committed Jan 10, 2024
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Expand Up @@ -20,7 +20,7 @@ Randomized Geostatistical Approach (RGA) references:
Two versions of PCGA are implemented in this package

- `pcgadirect`, which uses full matrices and direct solvers during iterations
- `pcgalsqr`, which uses low rank representations of the matrices combined with iterative solvers during iterations
- `pcgalsqr`, which uses low-rank representations of the matrices combined with iterative solvers during iterations

The RGA method, `rga`, can use either of these approaches using the keyword argument. That is, by doing `rga(...; pcgafunc=GeostatInversion.pcgadirect)` or `rga(...; pcgafunc=GeostatInversion.pcgalsqr)`.

Expand Down Expand Up @@ -54,9 +54,9 @@ MADS can execute a wide range of data- and model-based analyses:
* Machine Learning and Blind Source Separation
* Decision Analysis and Support

MADS has been tested to perform HPC simulations on a wide-range multi-processor clusters and parallel environments (Moab, Slurm, etc.).
MADS has been tested to perform HPC simulations on a wide-range of multi-processor clusters and parallel environments (Moab, Slurm, etc.).
MADS utilizes adaptive rules and techniques which allows the analyses to be performed with a minimum user input.
The code provides a series of alternative algorithms to execute each type of data- and model-based analyses.
The code provides a series of alternative algorithms to execute each type of data- and model-based analysis.

Documentation
=============
Expand All @@ -73,7 +73,7 @@ Pkg.add("GeostatInversion")
Installation behind a firewall
------------------------------

Julia uses git for the package management.
Julia uses git for package management.
To install Julia packages behind a firewall, add the following lines in the `.gitconfig` file in your home directory:

```git
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@montyvesselinov
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Registration pull request created: JuliaRegistries/General/98632

Tip: Release Notes

Did you know you can add release notes too? Just add markdown formatted text underneath the comment after the text
"Release notes:" and it will be added to the registry PR, and if TagBot is installed it will also be added to the
release that TagBot creates. i.e.

@JuliaRegistrator register

Release notes:

## Breaking changes

- blah

To add them here just re-invoke and the PR will be updated.

Tagging

After the above pull request is merged, it is recommended that a tag is created on this repository for the registered package version.

This will be done automatically if the Julia TagBot GitHub Action is installed, or can be done manually through the github interface, or via:

git tag -a v1.1.0 -m "<description of version>" f52b2535cb6aa5386de06813d5ae50603edbdcfb
git push origin v1.1.0

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